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Farzaneh Dadrass Javan

Assistant Professor

Update: 2025-05-08

Farzaneh Dadrass Javan

College of Engineering / Surveying Engineering

Journal Paper

  1. "Automatic built-up area extraction by feature-level fusion of Luojia 1–01 nighttime light and Sentinel satellite imageries in Google Earth Engine"
    Farhad Samadzadegan, Ahmad Toosi, Farzaneh Dadrass Javan
    ADVANCES IN SPACE RESEARCH, Vol. 72, No 4, pp.1052-1069, 2023
  2. "Building change detection using the parallel spatial-channel attention block and edge-guided deep network"
    Akram Eftekhari, Farhad Samadzadegan, Farzaneh Dadrass Javan
    International Journal of Applied Earth Observation and Geoinformation, Vol. 117, No 1, 2023
  3. "A deep 2D/3D Feature-Level fusion for classification of UAV multispectral imagery in urban areas"
    Seyyed Hossein Pourazar, Farhad Samadzadegan, Farzaneh Dadrass Javan
    Geocarto International, Vol. 37, No 23, pp.6695-6712, 2022
  4. "Potential evaluation of visible-thermal UAV image fusion for individual tree detection based on convolutional neural network"
    Fatem Moradi, Farzaneh Dadrass Javan, Farhad Samadzadegan
    International Journal of Applied Earth Observation and Geoinformation, Vol. 113, No 1, 2022
  5. "A Modified YOLOv4 Deep Learning Network for Vision-Based UAV Recognition"
    Farzaneh Dadrass Javan, Farhad Samadzadegan, Mehrnaz Gholamshahi, Farnaz Ashtari mahini
    drones, Vol. 6, No 7, 2022
  6. "Intensifying the spatial resolution of 3D thermal models from aerial imagery using deep learning-based image super-resolution"
    Alaleh Fallah, Farhad Samadzadegan, Farzaneh Dadrass Javan
    Geocarto International, Vol. 37, No 26, pp.13518-13538, 2022
  7. "A Novel Boundary Loss Function in Deep Convolutional Networks to Improve the Buildings Extraction From High-Resolution Remote Sensing Images"
    hamidreza hosseinpour, Farhad Samadzadegan, Farzaneh Dadrass Javan
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 15, No 1, pp.4437-4454, 2022
  8. "CMGFNet: A deep cross-modal gated fusion network for building extraction from very high-resolution remote sensing images"
    hamidreza hosseinpour, Farhad Samadzadegan, Farzaneh Dadrass Javan
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, Vol. 184, No 1, pp.96-115, 2022
  9. "Detection and Recognition of Drones Based on a Deep Convolutional Neural Network Using Visible Imagery"
    Farhad Samadzadegan, Farzaneh Dadrass Javan, Farnaz Ashtari mahini, Mehrnaz Gholamshahi
    Aerospace, Vol. 9, No 1, 2022
  10. "Precise 3D extraction of building roofs by fusion of UAV-based thermal and visible images"
    Mitra Dahaghin, Farhad Samadzadegan, Farzaneh Dadrass Javan
    INTERNATIONAL JOURNAL OF REMOTE SENSING, Vol. 42, No 18, pp.7002-7030, 2021
  11. "Varying weighted spatial quality assessment for high resolution satellite image pan-sharpening"
    Soroosh Mehravar, Farzaneh Dadrass Javan, Farhad Samadzadegan, Ahmad Toosi, Armin Moghimi, Reza Khatami, Alfred Stein
    International Journal of Image and Data Fusion, Vol. 10, No 2, pp.1-27, 2021
  12. "A review of image fusion techniques for pan-sharpening of high-resolution satellite imagery"
    Farzaneh Dadrass Javan, Farhad Samadzadegan, Soroosh Mehravar, Ahmad Toosi, Grolamreza Khatami , Alfred Stein
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, Vol. 171, No 1, pp.101-117, 2021
  13. "Object-based spectral quality assessment of high-resolution pan-sharpened satellite imageries: new combined fusion strategy to increase the spectral quality"
    Ahmad Toosi, Farzaneh Dadrass Javan, Farhad Samadzadegan, Soroosh Mehravar
    Arabian Journal of Geosciences, Vol. 13, No 13, 2020
  14. "Adaptive capacity of smallholder farmers toward climate change: evidence from Hamadan province in Iran"
    Omid Jamshidi, Ali Asadi, Khalil Kalantari, saghi Movahed Moghadam, Farzaneh Dadrass Javan, Hossein Azadi, Steven Van Passel, Frank Witlox
    climate and Development, Vol. 1, No 1, 2020
  15. "Aerial multispectral imagery for plant disease detection: radiometric calibration necessity assessment"
    Seyyed Hossein Pourazar, Farhad Samadzadegan, Farzaneh Dadrass Javan
    European Journal of Remote Sensing, Vol. 52, pp.17-31, 2019
  16. "UAV-based multispectral imagery for fast Citrus Greening detection"
    Farzaneh Dadrass Javan, Farhad Samadzadegan, Seyed hossein Seyed pourazar, Haidar Fazeli
    JOURNAL OF PLANT DISEASES AND PROTECTION, Vol. 126, No 4, pp.307-318, 2019
  17. "Analysis of the Fitting Accuracy of the 3d Affine Transformation Applied to Cartosat-1 (IRS P5) Satellite Stereo Imagery"
    Farzaneh Dadrass Javan, Ali Azizi
    International Journal of Remote Sensing and GIS, Vol. 5, No 6, pp.1768-1786, 2016
  18. "3D Modeling of Architectural Heritage Using UAV Photogrammetry. Case Study: Deir-e Gachin caravansary"
    مریم زینال پور اصل, Farhad Samadzadegan, Farzaneh Dadrass Javan, Mohammad Hassan Talebian
    Honar-ha-ye-ziba Memari-Va-Shahrsazi, Vol. 26, No 4, 2022
  19. "Band to Band Image Registration for Multi-Spectral Cameras Based on Miss-Registration and Relief Displacement Error Reduction"
    Mohammad , Farzaneh Dadrass Javan, Farhad Samadzadegan, Nima Zarrinpanjeh
    Journal of Machine Vision and Image Processing, Vol. 8, No 1, 2021
  20. "Classification of Urban Features Based on Integration of Structural and Spectral Information from UAV Imagery"
    Bahram Sadeghi, Farhad Samadzadegan, Farzaneh Dadrass Javan
    Journal Of Geomatics Science And Technology, Vol. 10, No 2, pp.57-78, 2020
  21. "Object Level Strategy for Spectral Quality Assessment of High Resolution Pan-sharpen Images"
    Ahmad Toosi, Farzaneh Dadrass Javan, Farhad Samadzadegan
    Journal Of Geomatics Science And Technology, Vol. 10, No 1, pp.97-110, 2020
  22. "3D Detection of Power-Transmission Lines in Point Clouds Using Random Forest Method"
    Mohammadbagher Mohammadimoghadam, Farhad Samadzadegan, Farzaneh Dadrass Javan
    Geospatial Engineering Journa, Vol. 8, No 2, pp.75-91, 2020
  23. "Automatic Asphalt Crack Detection in Aerial UAV based imagery"
    Azam Ameri, Farzaneh Dadrass Javan, Nima Zarrinpanjeh
    Journal Of Geomatics Science And Technology, Vol. 9, No 1, pp.145-160, 2019
  24. "A review on Ground Penetration Radar and 3d Modeling methods based Them"
    Farzaneh Dadrass Javan, Ahmad Toosi
    Geospatial Engineering Journa, Vol. 10, No 1, 2019
  25. "Diagnosis decline in citrus using unmanned aerial system"
    Erfan Seidipour, Farhad Samadzadegan, Farzaneh Dadrass Javan, Omid Askari
    Geospatial Information Technology, Vol. 6, No 3, pp.31-49, 2018
  26. "Critical Review on Road Extraction Methods from Images Acquired by UAVs"
    Azam Ameri, Farzaneh Dadrass Javan, Nima Zarrinpanjeh
    Geospatial Engineering Journa, Vol. 8, No 4, pp.57-65, 2017

Conference Paper

  1. "Empowering Students With Geospatial Solutions Through Challenge Based Learning"
    Farzaneh Dadrass Javan, Farhad Samadzadegan
    SEFI2023, 2023
  2. "ARCHITECTURAL HERITAGE 3D MODELLING USING UNMANNED AERIAL VEHICLES MULTI-VIEW IMAGING"
    Farhad Samadzadegan, Farzaneh Dadrass Javan, مریم زینال پور اصل
    ARCHITECTURAL HERITAGE 3D MODELLING USING UNMANNED AERIAL VEHICLES MULTI-VIEW IMAGING, 2023
  3. "DECISION-BASED FUSION OF PANSHARPENED VHR SATELLITE IMAGES USING TWO-LEVEL ROLLING SELF-GUIDANCE FILTERING AND EDGE INFORMATION"
    Farhad Samadzadegan, Ahmad Toosi, Farzaneh Dadrass Javan, Alfred Stein
    DECISION-BASED FUSION OF PANSHARPENED VHR SATELLITE IMAGES USING TWO-LEVEL ROLLING SELF-GUIDANCE FILTERING AND EDGE INFORMATION, 2023
  4. "EVALUATION OF THE POTENTIAL OF AERIAL THERMAL IMAGERY TO GENERATE 3D POINT CLOUDS"
    Saeideh Alebooye Langroodi, Farhad Samadzadegan, Farzaneh Dadrass Javan
    SMPR, 2023
  5. "EFFECT OF KEYFRAMES EXTRACTION FROM THERMAL INFRARED VIDEO STREAM TO GENERATE DENSE POINT CLOUD OF THE BUILDING'S FACADE"
    Soroush Motayyeb, Farhad Samadzadegan, Farzaneh Dadrass Javan, hamidreza hosseinpour
    SMPR, 2023
  6. "IMPROVING SEMANTIC SEGMENTATION OF HIGH-RESOLUTION REMOTE SENSING IMAGES USING WASSERSTEIN GENERATIVE ADVERSARIAL NETWORK"
    hamidreza hosseinpour, Farhad Samadzadegan, Farzaneh Dadrass Javan, Soroush Motayyeb
    SMPR, 2023
  7. "BUILDING CHANGE DETECTION BY W-SHAPE RESUNET++ NETWORK WITH TRIPLE ATTENTION MECHANISM"
    Akram Eftekhari, Farhad Samadzadegan, Farzaneh Dadrass Javan
    SMPR, 2023
  8. "OPTIMUM PATH DETERMINATION TO FACILITATE FIRE STATION RESCUE MISSIONS USING ANT COLONY OPTIMIZATION ALGORITHMS (CASE STUDY: CITY OF KARAJ)"
    Nima Zarrinpanjeh, Farzaneh Dadrass Javan, Hossein Azadi, Philippe De Maeyer , Frank Witlox
    ISPRS 2020, 2020
  9. "COMPARING THE ACCURACY OF GNSS POSITIONING VARIANTS FOR UAV BASED 3D MAP GENERATION"
    Hesam Haddadi Amlashi, Farhad Samadzadegan, Farzaneh Dadrass Javan, محمد سوادکوهی
    ISPRS 2020, 2020
  10. "ANT COLONY OPTIMIZATION PARAMETER SELECTION FOR SHORTEST PATH PROBLEM"
    Nima Zarrinpanjeh, Farzaneh Dadrass Javan, Hossein Azadi, Philippe De Maeyer , Frank Witlox
    ISPRS 2020, 2020
  11. "A REVIEW ON SPATIAL QUALITY ASSESSMENT METHODS FOR EVALUATION OF PAN-SHARPENED SATELLITE IMAGERY"
    Farzaneh Dadrass Javan, Farhad Samadzadegan, Soroosh Mehravar, Ahmad Toosi
    SMPR 2019, 2019
  12. "BAND TO BAND REGISTRATION OF MULTI-SPECTRAL AERIAL IMAGERY – RELIEF DISPLACEMENT AND MISS-REGISTRATION ERROR"
    Mohammad Hassanpour, Farzaneh Dadrass Javan, Ali Azizi
    SMPR 2019, 2019
  13. "THERMAL 3D MODELS ENHANCEMENT BASED ON INTEGRATION WITH VISIBLE IMAGERY"
    Farzaneh Dadrass Javan, محمد سوادکوهی
    SMPR 2019, 2019
  14. "NEW HYBRID PAN-SHARPENING METHOD BASED ON TYPE-1 FUZZY-DWT STRATEGY"
    Farzaneh Dadrass Javan, Faezeh sadat Mortazavi, Fatemeh Moradi, Ahmad Toosi
    SMPR 2019, 2019
  15. "3D THERMAL MAPPING OF BUILDING ROOFS BASED ON FUSION OF THERMAL AND VISIBLE POINT CLOUDS IN UAV IMAGERY"
    Mitra Dahaghin, Farhad Samadzadegan, Farzaneh Dadrass Javan
    SMPR 2019, 2019
  16. "A FAST METHOD TO DIAGNOSING CITRUS GREENING FOR USE IN WARNING AND ALERT SYSTEMS"
    Haidar Fazeli, Farhad Samadzadegan, Farzaneh Dadrass Javan
    International Conference on agricultural, Natural resources and sustainable resource, 2017
  17. "GEOMETRIC COMPARISON 0F KEY FRAME SELECTION TECHNIQUES IN 3D RECONSTRUCTION BASED ON AERIAL VIDEO IMAGERY"
    Alireza Arofte, Niloufar Javidi, Farhad Samadzadegan, Farzaneh Dadrass Javan
    SMPR 2017, 2017
  18. "A FUZZY AUTOMATIC CAR DETECTION METHOD BASED ON HIGH RESOLUTION SATELLITE IMAGERY AND GEODESIC MORPHOLOGY"
    Nima Zarrinpanje, Farzaneh Dadrass Javan
    SMPR 2017, 2017
  19. "PRICISE TARGET GEOLOCATION AND TRACKING BASED ON UAV VIDEO IMAGERY"
    Hamidreza Hoseinpour, Farhad Samadzadegan, Farzaneh Dadrass Javan
    XXIII ISPRS Congress, 2016
  20. "EVALUATING THE POTENTIAL OF RTK-UAV FOR AUTOMATIC POINT CLOUD"
    Heidar Fazeli, Farhad Samadzadegan, Farzaneh Dadrass Javan
    XXIII ISPRS Congress, 2016
  21. "3D SURFACE GENERATION FROM AERIAL THERMAL IMAGERY"
    Behshid Khodaee, Farhad Samadzadegan, Farzaneh Dadrass Javan, Hadisesadat Hoseini
    SMPR2015, 2015
  22. "3D Mine Change Detection Based on UAV Photogrammetry"
    Farhad Samadzadegan, Farzaneh Dadrass Javan, محمد سوادکوهی, جواد حکیمی, محمدرضا کرم زاده
    IGRSS, 2018
  23. "3D Mine Mapping Based on UAV Photogrammetry"
    Farhad Samadzadegan, Farzaneh Dadrass Javan, Mohammad Savadkouhi, جواد حکیمی, محمدرضا کرم زاده
    Geomatic 97, 2018
  24. "UAV based Method for 3D Modeling without GCPs"
    Farzaneh Dadrass Javan, Farhad Samadzadegan, Mohammad Savadkouhi, Mohammad Aghaghogolizadeh janagrd
    Geomatic 97, 2018
  25. "Image Fusion Quality assessment of high resolution Satellite Imagery"
    Farzaneh Dadrass Javan, Farhad Samadzadegan, Ahmad Toosi, Soroosh Mehravar
    Geomatics 97, 2018
  26. "A Comparative Study of Quality Assessement Techniques for Pansharpening of High Resolution Satellite Imagery"
    Farzaneh Dadrass Javan, Farhad Samadzadegan, Soroosh Mehravar, Ahmad Toosi
    Tabriz 2018, 2018
  27. "Multi spectral aerial imagery for peach health assessment"
    Hosein Poorazar, Farhad Samadzadegan, Farzaneh Dadrass Javan, Akram Asadi
    International Conference on agricultural, Natural resources and sustainable resource, 2017
  28. "Citrus pest detection based on aerial imagery"
    Erfan Seidipour, Farhad Samadzadegan, Farzaneh Dadrass Javan, Omid Askari
    International Conference on agricultural, Natural resources and sustainable resource, 2017
  29. "EFFICIENT METHOD FOR GEOMETRICAL CALIBRATION OF THERMAL CAMERA"
    Alireza Arofte, Farhad Samadzadegan, Farzaneh Dadrass Javan
    GEOMATIC 96, 2017
  30. "Evaluation of the Potential of Geometric Thermal Camera Calibration Methods"
    Niloufar Javidi, Farhad Samadzadegan, Farzaneh Dadrass Javan
    Geomatic 96, 2017
  31. "Geometric Calibration of Thermal and Visible UAV based Cameras"
    Saeede Al E Booye, Farhad Samadzadegan, Farzaneh Dadrass Javan
    Geomatic 96, 2017
  32. "Open Pit Monitoring and Control Based on Aerial Images from UAVs"
    Farhad Samadzadegan, Farzaneh Dadrass Javan, Haidar Fazeli, Hamed Saeedi
    Open Pit Mining, 2017
  33. "Automatic Intelligent Aerial Save and Rescue Robot"
    Farhad Samadzadegan, Farzaneh Dadrass Javan
    The 2nd National Conference on Urban Fire fighting and Safty, 2017
  34. "key frame extraction for 3D object modeling"
    Hamidreza Hosseinpour sotubadi, Farhad Samadzadegan, Farzaneh Dadrass Javan
    NCEGIT01, 2016